# TALO

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Imeobong Monday](https://cerebralvalley.ai/u/Tommonday)
- **GitHub:** https://github.com/ImeMonday/talo-engine
- **Demo video:** https://youtu.be/s6yP8hDIywQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/764

TALO audits fraud, KYC and AML models for banks and fintechs without sending customer data anywhere. You upload a model’s decision log. Deterministic statistics (PSI, KS test, per-channel alert-rate tests, label delay) find drift and turn it into numbered evidence, with a per-channel view of where drift is and isn’t. Meta’s Muse Spark then writes the audit report. Every claim cites evidence, code rejects any number not in that evidence, and a second agent attacks the rest. Weak claims are rewritten once or marked “insufficient evidence”. Possible causes are kept separate as unverified hypotheses with a next check. A red-team button injects fabricated claims, and an Egress Ledger shows every request sent to the model, with zero raw customer rows. It includes accounts, a column-mapping wizard, a printable fingerprinted report, a live demo and an evaluation harness.

## More from Meta Global AI Developer Hackathon

- [Qneolabs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/761)
- [Prompt and Pray](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/762)
- [Solosec](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/763)
- [Vijaya Meda](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/765)
- [SabiLedger](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/766)
- [Good things for life](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/767)

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